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Data Checking and Econometric Software Development: A Technique of Traceability by Fictive Data Encoding

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  • Rodolphe Buda

Abstract

In this paper, we have exposed the data checking problem in the context of the econometric software development. We have based our presentation on the development of our SIMUL multidimensional econometric software. We have shown that this problem is particularly important when one develops multi-dimensional econometric software. Then, we have briefly recalled the principle of the main arithmetical and managerial techniques available to deal with this problem. Finally, we have presented the data checking procedures we have conceived based on a fictive data encoding technique. Copyright Springer Science+Business Media New York 2015

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  • Rodolphe Buda, 2015. "Data Checking and Econometric Software Development: A Technique of Traceability by Fictive Data Encoding," Computational Economics, Springer;Society for Computational Economics, vol. 46(2), pages 325-357, August.
    • Handle: RePEc:kap:compec:v:46:y:2015:i:2:p:325-357
    DOI: 10.1007/s10614-014-9446-7
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    1. Silk, Julian, 1996. "Systems Estimation: A Comparison of SAS, SHAZAM and TSP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 437-450, July-Aug..
    2. Kendrick, David A & Amman, Hans M, 1999. "Programming Languages in Economics," Computational Economics, Springer;Society for Computational Economics, vol. 14(1-2), pages 151-181, October.
    3. A. Yalta & A. Yalta, 2010. "Should Economists Use Open Source Software for Doing Research?," Computational Economics, Springer;Society for Computational Economics, vol. 35(4), pages 371-394, April.
    4. Michael Lahr & Louis de Mesnard, 2004. "Biproportional Techniques in Input-Output Analysis: Table Updating and Structural Analysis," Economic Systems Research, Taylor & Francis Journals, vol. 16(2), pages 115-134.
    5. ., 1999. "North American Economic Integration: Trial by Fire," Chapters, in: North American Economic Integration, chapter 7, Edward Elgar Publishing.
    6. Korosi, Gabor & Matyas, Laszlo & Szekely, Istvan P, 1993. "Comparative Review of Some Econometric Software Packages," Journal of Economic Surveys, Wiley Blackwell, vol. 7(1), pages 105-118.
    7. Buda, Rodolphe, 2005. "Relevance of an accuracy control module - implementation into an economic modelling software," MPRA Paper 36520, University Library of Munich, Germany.
    8. J. Tinbergen, 1940. "Econometric Business Cycle Research," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 7(2), pages 73-90.
    9. Cribari-Neto, Francisco, 1999. "C for Econometricians," Computational Economics, Springer;Society for Computational Economics, vol. 14(1-2), pages 135-149, October.
    10. Vieira, Wilson da Cruz & Lelis, Levi H. Santana de, 2005. "Programming languages in economics: a comparison among Fortran77, C++, and Java," Revista de Economia e Agronegócio / Brazilian Review of Economics and Agribusiness, Federal University of Vicosa, Department of Agricultural Economics, vol. 3(3), pages 1-16.
    11. Buda, Rodolphe, 2008. "Estimation de l'emploi régional et sectoriel salarié français : application à l'année 2006 [Estimation of the french salaried regional and sectoral employment: application to the year 2006]," MPRA Paper 34881, University Library of Munich, Germany.
    12. Giovanni Baiocchi, 2007. "Reproducible research in computational economics: guidelines, integrated approaches, and open source software," Computational Economics, Springer;Society for Computational Economics, vol. 30(1), pages 19-40, August.
    13. Tesfatsion, Leigh & Judd, Kenneth L., 2006. "Handbook of Computational Economics, Vol. 2: Agent-Based Computational Economics," Staff General Research Papers Archive 10368, Iowa State University, Department of Economics.
    14. Renfro, Charles G, 2009. "Building and Using a Small Macroeconometric Model: Klein Model I as an Example," MPRA Paper 13102, University Library of Munich, Germany, revised 01 Jan 2009.
    15. Nepomiastchy, Pierre & Rechenmann, Francois, 1983. "The equation writing external language of the MODULECO software," Journal of Economic Dynamics and Control, Elsevier, vol. 5(1), pages 37-57, February.
    16. McCullough, B D, 1999. "Econometric Software Reliability: EViews, LIMDEP, SHAZAM and TSP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(2), pages 191-202, March-Apr.
    17. F. J. H. Don & J. P. Verbruggen, 2006. "Models and methods for economic policy: 60 years of evolution at CPB," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 60(2), pages 145-170, May.
    18. Granger,Clive W. J., 1999. "Empirical Modeling in Economics," Cambridge Books, Cambridge University Press, number 9780521662086, September.
    19. Shoven, John B & Whalley, John, 1984. "Applied General-Equilibrium Models of Taxation and International Trade: An Introduction and Survey," Journal of Economic Literature, American Economic Association, vol. 22(3), pages 1007-1051, September.
    20. Ooms, M., 2008. "Trends in Applied Econometrics Software Development 1985-2008, an analysis of Journal of Applied Econometrics research articles, software reviews, data and code," Serie Research Memoranda 0021, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    21. ., 1999. "Mexico's Economic Development," Chapters, in: North American Economic Integration, chapter 6, Edward Elgar Publishing.
    22. Rycroft, Robert S., 1993. "Microcomputer software of interest to forecasters in comparative review: An update," International Journal of Forecasting, Elsevier, vol. 9(4), pages 531-575, December.
    23. H. M. Amman & D. A. Kendrick & J. Rust (ed.), 1996. "Handbook of Computational Economics," Handbook of Computational Economics, Elsevier, edition 1, volume 1, number 1.
    24. Buda, Rodolphe, 2001. "Les algorithmes de la modélisation : une analyse critique pour la modélisation économique," MPRA Paper 3926, University Library of Munich, Germany, revised Jul 2004.
    25. Boldt, David & McDonald, Brian, 1988. "Review: Aremos Data Management and Econometric Software, Version 1.0," Economic Inquiry, Western Economic Association International, vol. 26(2), pages 365-367, April.
    26. Varian, Hal R., 1996. "Mathematica for economists," Handbook of Computational Economics, in: H. M. Amman & D. A. Kendrick & J. Rust (ed.), Handbook of Computational Economics, edition 1, volume 1, chapter 11, pages 489-505, Elsevier.
    27. Howrey, E Philip, 1978. "The Use of Preliminary Data in Econometric Forecasting," The Review of Economics and Statistics, MIT Press, vol. 60(2), pages 193-200, May.
    28. Leigh Tesfatsion & Kenneth L. Judd (ed.), 2006. "Handbook of Computational Economics," Handbook of Computational Economics, Elsevier, edition 1, volume 2, number 2.
    29. Brillet, Jean-Louis, 1989. "Econometric Modelling on Microcomputers: A Review of Major Software Packages," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 73-92, Jan.-Mar..
    30. Mark Eisner, 1972. "TROLL/1: An Interactive Computer System for Econometric Research," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 1, number 1, pages 95-96, National Bureau of Economic Research, Inc.
    31. Buda, Rodolphe, 2003. "Une analyse qualitative de l'offre statistique de l'INSÉÉ : travaux préparatoires pour la construction d'une banque de données d'emploi régional," MPRA Paper 4017, University Library of Munich, Germany.
    32. Jeffrey K. MacKie-Mason, 1992. "Econometric Software: A User's View," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 165-187, Fall.
    33. Rodolphe Buda, 2008. "Two Dimensional Aggregation Procedure: An Alternative to the Matrix Algebraic Algorithm," Computational Economics, Springer;Society for Computational Economics, vol. 31(4), pages 397-408, May.
    34. Buda, Rodolphe, 2010. "Estimations de l'emploi régional salarié français détaillé au 31.12.2007 et agrégé au 31.12.2008 [Estimation of the french salaried regional employment detailed at 31.12.2007 and aggregated at 31.1," MPRA Paper 34884, University Library of Munich, Germany.
    35. Buda, Rodolphe, 2008. "Contrôle des systèmes de modélisation : un exemple de codage et de traçabilité des données [Modelling System Checking : An Example of Data Encoding and Traceability]," MPRA Paper 47209, University Library of Munich, Germany.
    36. Roger Koenker & Achim Zeileis, 2009. "On reproducible econometric research," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 833-847.
    37. ., 1999. "Canada's Economic Development and Integration," Chapters, in: North American Economic Integration, chapter 5, Edward Elgar Publishing.
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    More about this item

    Keywords

    Data bank; Data location checking; Data encoding; Econometric software; C81; C82; C87;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software

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